c2dc / fl-unsup-nids
☆21Updated 4 months ago
Alternatives and similar repositories for fl-unsup-nids:
Users that are interested in fl-unsup-nids are comparing it to the libraries listed below
- FL-based intrusion detection system development using model averaging.☆38Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆27Updated 2 years ago
- ☆14Updated 2 years ago
- ☆12Updated last month
- ☆9Updated last year
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆18Updated last year
- Adaptive Federated Learning Approach to DDoS attack detection☆45Updated 3 months ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated 10 months ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 6 months ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆45Updated last year
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆13Updated 10 months ago
- ☆40Updated 2 years ago
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆14Updated 2 years ago
- Federated Learning in Network Intrusion Detection☆11Updated 2 years ago
- Official repository of the paper "The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems".☆9Updated 3 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆25Updated 5 months ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆12Updated last year
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆53Updated 4 years ago
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆9Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆80Updated 2 years ago
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆20Updated 2 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆13Updated 2 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆33Updated 4 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆18Updated 2 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆13Updated last year
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆44Updated 4 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆22Updated last year
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆32Updated 3 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 8 months ago